Fig. 6: Performance of the ML models expressed by the MAPE (refs. 3,5,9,10,11,13,18), segmented by ‘Corrosion topic’ and by ‘Type of ML model’. | npj Materials Degradation

Fig. 6: Performance of the ML models expressed by the MAPE (refs. 3,5,9,10,11,13,18), segmented by ‘Corrosion topic’ and by ‘Type of ML model’.

From: Reviewing machine learning of corrosion prediction in a data-oriented perspective

Fig. 6

MAPE values are distinguished for training (‘O’) and testing (‘X’) performances. The models’ names were included right next to the respective ‘X’ points (other useful descriptors were also included whenever possible). Part of the results for the Ensemble models is magnified in the inset image (green borders).

Back to article page